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The Top 23 Python Network Embedding Open Source Projects

Open source projects categorized as Python Network Embedding
Categories > Network Embedding
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 3 years ago
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107most recent commit 8 months agopypi karateclub} Downloads
Gem ⭐ 1,210
most recent commit a year ago
Littleballoffur ⭐ 651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 27most recent commit 10 months ago
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 3 months ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit a year ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Jodie ⭐ 314
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
most recent commit 5 months ago
Han ⭐ 307
Heterogeneous Graph Neural Network
most recent commit 4 years ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
Splitter ⭐ 203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit 10 months ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit a year ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit a year ago
Netmf ⭐ 134
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
most recent commit 4 years ago
Dcrn ⭐ 126
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
most recent commit a year ago
Edmot ⭐ 122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
most recent commit a year ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 2 years ago
Dmgi ⭐ 117
Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)
most recent commit a year ago
Diff2vec ⭐ 116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
most recent commit a year ago
Bionev ⭐ 111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
most recent commit 4 years ago
Sgl ⭐ 106
A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
total releases 4most recent commit a year ago
The 2 Most Depended On Python Network Embedding Open Source Projects
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 8 months agopypi karateclub} Downloads
The 8 Latest Releases In Python Network Embedding Open Source Projects
Dyvider ⭐ 15
Dynamic programming algorithms for exact linear clustering in networks.
total releases 3latest release January 26, 2023most recent commit 9 months ago
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 8 months agopypi karateclub} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Littleballoffur ⭐ 651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 27latest release August 15, 2022most recent commit 10 months ago
Evalne ⭐ 91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
total releases 6latest release July 04, 2022most recent commit a year ago
Dynetlsm ⭐ 10
DynetLSM: latent space models for dynamic networks
total releases 1latest release April 10, 2020most recent commit a year ago
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